BETA

Updated: Feb 6

AI Career Coach
AI Career Coach

BETA

Updated: Feb 6

Evolving

Last Update: 11/21/2025

Your role’s AI Resilience Score is

69.5%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

Manufactured Building and Mobile Home Installers

They set up and secure manufactured buildings and mobile homes, making sure they are safely placed and ready for people to live in.

Summary

This career is labeled as "Stable" because most of the work done by manufactured building and mobile home installers involves hands-on tasks that can't be easily automated by AI or robots. Each installation site is unique and requires human problem-solving, communication, and manual skills like fitting pieces together and ensuring everything works properly.

Read full analysis

Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info

Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info

Summary

This career is labeled as "Stable" because most of the work done by manufactured building and mobile home installers involves hands-on tasks that can't be easily automated by AI or robots. Each installation site is unique and requires human problem-solving, communication, and manual skills like fitting pieces together and ensuring everything works properly.

Read full analysis

Contributing Sources

AI Resilience

All scores are converted into percentiles showing where this career ranks among U.S. careers. For models that measure impact or risk, we flip the percentile (subtract it from 100) to derive resilience.

CareerVillage.org's AI Resilience Analysis

AI Task Resilience

Learn about this score
Stable iconStable

97.4%

97.4%

Microsoft's Working with AI

AI Applicability

Learn about this score
Evolving iconEvolving

61.8%

61.8%

Will Robots Take My Job

Automation Resilience

Learn about this score
Stable iconStable

93.5%

93.5%

Low Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

Learn about this score

Growth Rate (2024-34):

5.9%

Growth Percentile:

79.8%

Annual Openings:

0.3

Annual Openings Pct:

2.2%

Analysis of Current AI Resilience

Bldg. & MH Installers

Updated Quarterly • Last Update: 11/22/2025

Analysis
Suggested Actions
State of Automation

State of Automation & Augmentation

Right now, very little of a mobile-home installer’s job is fully done by robots or AI. Most work (like moving homes, leveling them, sealing sides, and testing doors) is still done by hand. Some parts of home building happen in factories using robots – for example, companies have assembly lines where machines nail wall panels or build modules [1] [2].

In those controlled settings, automation boosts efficiency. But once a home is on site, conditions are unpredictable. Experts note that “each construction site and project is tailored to specific” needs, so robots can’t easily do all tasks [3].

Installers still use hammers, jacks, and their tools to fit pieces together.

AI does help some planning tasks behind the scenes. Researchers have built machine-learning models to predict construction costs more accurately by learning from past projects [4]. And big construction projects use digital design tools (BIM) that can check plans for errors automatically, which is a kind of “AI” planning [3] [4].

However, small contractors often just use manuals or simple software for parts lists and estimates. In general construction (not specific to mobile homes), companies are piloting tools like drones with AI to survey sites and check progress [2], but mobile-home installers don’t commonly use these yet.

Tasks that involve talking with customers or fine judgment still require people. For example, figuring out damage or fitting a door perfectly requires human problem-solving. There’s no off-the-shelf AI that can chat with a customer or do custom trimming of wooden edges.

In short, most of the installer’s core tasks today remain manual. Technology tends to augment the job (like giving workers tablets to view diagrams [3]) rather than replace it completely.

Reveal More
AI Adoption

AI Adoption

AI tools and robots that target mobile-home installation are not widely available yet. Many technologies exist for large building projects, but this field is smaller and more specialized. The pay for installers is modest (BLS reports a mean around $18.28/hour [5]), so spending hundreds of thousands on robots is often hard to justify.

Also, as one industry report notes, jobs that happen on site are usually unique and unpredictable [3]. This makes companies cautious about buying new tech for on-site work. In contrast, factory work (building home sections indoors) can be automated more — studies expect only about 15–20% of new construction to be off-site modular by 2030 [3], which is progress but still a minority.

Economic factors play a role too. When labor shortages or high costs hurt builders, they may invest more in automation [1] [3]. For example, modular home plants using robots have helped relieve a labor crunch by building homes faster [1].

But on residential parks and lots, installers still handle the final placement and hookup. Social expectations and safety rules also slow AI adoption: people tend to trust human installers to check things like plumbing and electrical connections. Robots would face strict building codes and liability issues before they could do that work alone.

In summary, AI is creeping into homebuilding (especially in factories and office planning), but full automation of a mobile-home installer’s tasks is not around the corner. Many experts expect the total number of construction jobs to grow rather than disappear [3]. Technology is seen mostly as a helper, not a replacement – for instance, workers might use tablets or drones for certain checks [3], but hands-on skills (measuring, trimming, customer service) will stay important.

For young people considering this career, that means human skills like problem-solving and communication will still be valuable, even as digital tools become more common.

Reveal More
Career Village Logo

Help us improve this report.

Tell us if this analysis feels accurate or we missed something.

Share your feedback

Your Career Starts Here

Navigate your career with COACH, your free AI Career Coach. Research-backed, designed with career experts.

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Career Village Logo

Ask a pro on CareerVillage.org. Free career advice from more than 200,000 professionals.

More Career Info

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

65% ResilienceCore Task

Seal open sides of modular units to prepare them for shipment, using polyethylene sheets, nails, and hammers.

2

65% ResilienceCore Task

Move and set up mobile homes or prefabricated buildings on owners' lots or at mobile home parks.

3

65% ResilienceCore Task

Connect water hoses to inlet pipes of plumbing systems, and test operation of plumbing fixtures.

4

65% ResilienceCore Task

Remove damaged exterior panels, repair and replace structural frame members, and seal leaks, using hand tools.

5

65% ResilienceCore Task

Install, repair, and replace units, fixtures, appliances, and other items and systems in mobile and modular homes, prefabricated buildings, or travel trailers, using hand tools or power tools.

6

65% ResilienceCore Task

Reset hardware, using chisels, mallets, and screwdrivers.

7

65% ResilienceCore Task

Repair leaks in plumbing or gas lines, using caulking compounds and plastic or copper pipe.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

AI Career Coach

© 2026 CareerVillage.org. All rights reserved.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

Built with ❤️ by Sandbox Web